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The next AI frontier – the Deepfakes are calling

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Voice deepfakes are calling – here’s what they are and how to avoid getting scammed

You have just returned home after a long day at work and are about to sit down for dinner when suddenly your phone starts buzzing. On the other end is a loved one, perhaps a parent, a child or a childhood friend, begging you to send them money immediately.

You ask them questions, attempting to understand. There is something off about their answers, which are either vague or out of character, and sometimes there is a peculiar delay, almost as though they were thinking a little too slowly. Yet, you are certain that it is definitely your loved one speaking: That is their voice you hear, and the caller ID is showing their number. Chalking up the strangeness to their panic, you dutifully send the money to the bank account they provide you.

The next day, you call them back to make sure everything is all right. Your loved one has no idea what you are talking about. That is because they never called you – you have been tricked by technology: a voice deepfake. Thousands of people were scammed this way in 2022.

As computer security researchers, we see that ongoing advancements in deep-learning algorithms, audio editing and engineering, and synthetic voice generation have meant that it is increasingly possible to convincingly simulate a person’s voice.

Even worse, chatbots like ChatGPT are starting to generate realistic scripts with adaptive real-time responses. By combining these technologies with voice generation, a deepfake goes from being a static recording to a live, lifelike avatar that can convincingly have a phone conversation.

Crafting a compelling high-quality deepfake, whether video or audio, is not the easiest thing to do. It requires a wealth of artistic and technical skills, powerful hardware and a fairly hefty sample of the target voice.

There are a growing number of services offering to produce moderate- to high-quality voice clones for a fee, and some voice deepfake tools need a sample of only a minute long, or even just a few seconds, to produce a voice clone that could be convincing enough to fool someone. However, to convince a loved one – for example, to use in an impersonation scam – it would likely take a significantly larger sample.

With all that said, we at the DeFake Project of the Rochester Institute of Technology, the University of Mississippi and Michigan State University, and other researchers are working hard to be able to detect video and audio deepfakes and limit the harm they cause. There are also straightforward and everyday actions that you can take to protect yourself.

For starters, voice phishing, or “vishing,” scams like the one described above are the most likely voice deepfakes you might encounter in everyday life, both at work and at home. In 2019, an energy firm was scammed out of US$243,000 when criminals simulated the voice of its parent company’s boss to order an employee to transfer funds to a supplier. In 2022, people were swindled out of an estimated $11 million by simulated voices, including of close, personal connections.

What can you do?

Be mindful of unexpected calls, even from people you know well. This is not to say you need to schedule every call, but it helps to at least email or text message ahead. Also, do not rely on caller ID, since that can be faked, too. For example, if you receive a call from someone claiming to represent your bank, hang up and call the bank directly to confirm the call’s legitimacy. Be sure to use the number you have written down, saved in your contacts list or that you can find on Google.

Additionally, be careful with your personal identifying information, like your Social Security number, home address, birth date, phone number, middle name and even the names of your children and pets. Scammers can use this information to impersonate you to banks, realtors and others, enriching themselves while bankrupting you or destroying your credit.

Here is another piece of advice: know yourself. Specifically, know your intellectual and emotional biases and vulnerabilities. This is good life advice in general, but it is key to protect yourself from being manipulated. Scammers typically seek to suss out and then prey on your financial anxieties, your political attachments or other inclinations, whatever those may be.

This alertness is also a decent defense against disinformation using voice deepfakes. Deepfakes can be used to take advantage of your confirmation bias, or what you are inclined to believe about someone.

If you hear an important person, whether from your community or the government, saying something that either seems very uncharacteristic for them or confirms your worst suspicions of them, you would be wise to be wary.

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OpenAI releases GPT-5.1 with enhanced conversational features

OpenAI launches GPT-5.1, enhancing ChatGPT with personality controls and improved conversational abilities for paid users

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OpenAI launches GPT-5.1, enhancing ChatGPT with personality controls and improved conversational abilities for paid users

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In Short:
– OpenAI launched GPT-5.1 with two models to improve ChatGPT’s conversation and user control.
– The update, initially for paid users, addresses prior complaints and introduces adaptive reasoning and personality presets.
OpenAI launched GPT-5.1 today, featuring two upgraded models aimed at enhancing ChatGPT’s conversational abilities and providing users better control over its personality.The update started rolling out to paid subscribers on November 12, introducing GPT-5.1 Instant and GPT-5.1 Thinking, both designed to address complaints regarding the original GPT-5 release in August.

GPT-5.1 Instant is said to be “warmer by default and more conversational,” with early testers noting its playfulness while remaining clear and useful.

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The launch follows a backlash from users after GPT-5’s release, who criticized its “colder” tone and the removal of previous models like GPT-4o. OpenAI’s CEO, Sam Altman, admitted that discontinuing GPT-4o “was a mistake” and acknowledged the emotional attachment users had to specific models.

Adaptive Reasoning

GPT-5.1 Instant introduces adaptive reasoning, which helps it determine when to “think before responding” to complex questions.

This leads to marked improvements in mathematical and coding tasks. GPT-5.1 Thinking adjusts processing time based on the task, resulting in clearer explanations and improved ease of use for various tasks.

The new version includes six personality presets, allowing users to tailor interactions. OpenAI aims for the model to integrate cognitive and emotional intelligence effectively.

For now, the rollout is for paid users, with free access occurring soon. Both models will be available via API, and legacy models will remain accessible for three months.


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Apple postpones iPhone Air sequel due to poor sales

Apple delays iPhone Air 2 indefinitely after lacklustre sales of first model

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Apple delays iPhone Air 2 indefinitely after lacklustre sales of first model

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In Short:
– Apple has postponed the iPhone Air’s launch due to poor sales of the current model.
– Production of the iPhone Air will stop, with Foxconn and Luxshare ceasing manufacturing by November and October respectively.
Apple has delayed the launch of its second-generation iPhone Air, which was scheduled for fall 2026, due to disappointing sales of the current model that debuted two months ago, as reported by The Information.Engineers and suppliers have been informed that the iPhone Air will be removed from the production schedule without a new release date.

The decision coincides with a significant reduction in the production of the existing model. Foxconn is expected to cease all manufacturing by the end of November, while Luxshare will stop production by the end of October.

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Sales for the iPhone Air have not met Apple’s expectations since its launch in September. Foxconn has limited its production lines for the device, and future orders are projected to decrease significantly. A survey indicated nearly no demand for the iPhone Air, with consumers instead choosing the iPhone 17 and iPhone 17 Pro models.

Production Challenges

The underperformance of the iPhone Air continues a trend of failed attempts by Apple to add a fourth model to its lineup.

The iPhone mini was previously discontinued after poor sales, followed by the larger Plus models, which faced similar challenges.

Apple had intended to develop a lighter second-generation iPhone Air with improved specifications but may now reconsider its design approach. The company also has plans for a staggered launch of the iPhone 18 lineup set for 2026 and early 2027.


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Tech giants’ $47 billion AI infrastructure deals announced

Tech giants commit $47.7 billion to AI deals as demand for computing power soars and market diverges

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Tech giants commit $47.7 billion to AI deals as demand for computing power soars and market diverges

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In Short:
– Wall Street started November mixed as AI deals boosted tech stocks, especially Amazon’s share price after a major agreement.
– OpenAI plans $1.4 trillion investment for computing resources, with Big Tech predicting over $250 billion AI infrastructure spending this year.
Wall Street began the month with mixed performances as major artificial intelligence deals influenced tech stocks positively, while broader market indices diverged.
Amazon’s shares rose over 5% following a significant $38 billion cloud services agreement with OpenAI, contributing to gains for the Nasdaq despite a decline in the Dow.The seven-year collaboration with Amazon Web Services marks OpenAI’s first major partnership with AWS, offering access to Nvidia graphics processing units essential for its AI expansion.

Amazon commented on the soaring demand for computing power resulting from rapid AI advancements, aiming for full capacity deployment by the end of 2026.

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Microsoft also sealed a $9.7 billion agreement with IREN, highlighting the industry’s insatiable need for cloud capacity.

The collaborations depict Big Tech’s ongoing commitment to AI infrastructure, with significant investments aimed at catering to the escalating demand for computing resources.

Investment Perspective

OpenAI CEO Sam Altman revealed intentions to invest $1.4 trillion to create 30 gigawatts of computing resources.

Major players, including Microsoft, Alphabet, Amazon, and Meta, have adjusted their capital expenditure forecasts for 2025, anticipating AI infrastructure spending to surpass $250 billion this year.

Despite market caution regarding inflated valuations, analysts remain optimistic about growth in the sector. Even amidst fears of an AI bubble, industry leaders assert ongoing investments will continue to bolster market performance through 2026.


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